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ObliviousAI / ag_sklearn

A fork of diffprivlib for CODEPEAK 2023 to extend the functionality
https://www.antigranular.com/
MIT License
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OpenDP Migration : Sum and Mean #5

Open shobitnair opened 9 months ago

shobitnair commented 9 months ago

Context OpenDP is renowned for its robust and comprehensive approach to operationalizing differentially private algorithms. The goal of this migration is to leverage OpenDP's strengths to enhance the functionality and privacy guarantees.

This issue proposes the migration of the following methods to OpenDP.

Reference links _sum : https://github.com/ObliviousAI/ag_sklearn/blob/master/diffprivlib/tools/utils.py#L715 _mean: https://github.com/ObliviousAI/ag_sklearn/blob/master/diffprivlib/tools/utils.py#L271 OpenDP Docs : https://docs.opendp.org/en/stable/user/index.html

Dhruv127 commented 9 months ago

please assign me the issue and check pr #18